DocumentCode :
3060579
Title :
Acoustic striation processing for ocean bottom characterization
Author :
Ren, Qun-yan ; Hermand, Jean-Pierre
Author_Institution :
Environ. Hydroacoustics Lab., Univ. libre de Bruxelles (U.L.B.), Brussels, Belgium
fYear :
2011
fDate :
6-9 June 2011
Firstpage :
1
Lastpage :
6
Abstract :
Broad-band sound field excited by a moving source usually exhibit striations, whose structures are characterized by the propagation medium. Such relationship has been explored for underwater inverse problems, including sediment geoacoustic characterization, source localization and target recognition. The primary step for these applications is feature extraction by interference structure processing. Image processing methods based on the Radon transform, Hough transform and two-dimensional fast Fourier transform (FFT) have been used to process the interference structure to estimate the overall slope of the striations. These transforms do not allow extracting local properties of the striation pattern, e.g., the striation positions, which are also closely related to environment properties. In this paper, a multi-scale line filter based on the image Hessian matrix eigenvalues analysis is introduced and applied in searching for geometrical structures that can be regarded as a line. The location and slope of specific striation can be easily estimated from the filtered image for further applications. The possibility of using a set of striation positions for the geoacoustic characterization of a layered ocean bottom is discussed in this paper.
Keywords :
Hessian matrices; Hough transforms; Radon transforms; eigenvalues and eigenfunctions; fast Fourier transforms; feature extraction; filtering theory; geophysical image processing; seafloor phenomena; underwater acoustic propagation; FFT; Hough transform; Radon transform; acoustic striation processing; broadband sound field; feature extraction; image Hessian matrix eigenvalues analysis; image filter; image processing methods; interference structure processing; multiscale line filter; ocean bottom characterization; propagation medium; sediment geoacoustic characterization; source localization; target recognition; two-dimensional fast Fourier transform; underwater inverse problems; Broadband communication; Eigenvalues and eigenfunctions; Interference; Linearity; Oceans; Sea measurements; Sediments;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
OCEANS, 2011 IEEE - Spain
Conference_Location :
Santander
Print_ISBN :
978-1-4577-0086-6
Type :
conf
DOI :
10.1109/Oceans-Spain.2011.6003566
Filename :
6003566
Link To Document :
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